Melina Freitag

Melina Freitag

Universität Potsdam

H-index: 16

Europe-Germany

About Melina Freitag

Melina Freitag, With an exceptional h-index of 16 and a recent h-index of 10 (since 2020), a distinguished researcher at Universität Potsdam, specializes in the field of Numerical Linear Algebra, Data Assimilation, Matrix Computations, Numerical Analysis, Inverse Problems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Low-rank solutions to the stochastic Helmholtz equation

Optimal Sparse Energy Sampling for X-ray Spectro-Microscopy: Reducing the X-ray Dose and Experiment Time Using Model Order Reduction

Chebyshev HOPGD with sparse grid sampling for parameterized linear systems

Efficient seismic redatuming using least-squares time-reversal

Can one hear the depth of the water?

POD-Galerkin reduced order models and physics-informed neural networks for solving inverse problems for the Navier–Stokes equations

Time‐limited balanced truncation within incremental four‐dimensional variational data assimilation

Solving the parametric eigenvalue problem by Taylor series and Chebyshev expansion

Melina Freitag Information

University

Position

Institute for Mathematics

Citations(all)

694

Citations(since 2020)

287

Cited By

586

hIndex(all)

16

hIndex(since 2020)

10

i10Index(all)

20

i10Index(since 2020)

12

Email

University Profile Page

Universität Potsdam

Google Scholar

View Google Scholar Profile

Melina Freitag Skills & Research Interests

Numerical Linear Algebra

Data Assimilation

Matrix Computations

Numerical Analysis

Inverse Problems

Top articles of Melina Freitag

Title

Journal

Author(s)

Publication Date

Low-rank solutions to the stochastic Helmholtz equation

Journal of Computational and Applied Mathematics

Adem Kaya

Melina Freitag

2024/4/16

Optimal Sparse Energy Sampling for X-ray Spectro-Microscopy: Reducing the X-ray Dose and Experiment Time Using Model Order Reduction

Chemical & Biomedical Imaging

Paul D Quinn

Malena Sabaté Landman

Tom Davis

Melina Freitag

Silvia Gazzola

...

2024/3/19

Chebyshev HOPGD with sparse grid sampling for parameterized linear systems

Siobhán Correnty

Melina A Freitag

Kirk M Soodhalter

2024

Efficient seismic redatuming using least-squares time-reversal

H Aghamiry

A Gholami

S Operto

M Freitag

2023/6/5

Can one hear the depth of the water?

PAMM

Melina A Freitag

Pavel Kříž

Thomas Mach

Jan Martin Nicolaus

2023/12

POD-Galerkin reduced order models and physics-informed neural networks for solving inverse problems for the Navier–Stokes equations

Advanced Modeling and Simulation in Engineering Sciences

Saddam Hijazi

Melina Freitag

Niels Landwehr

2023/3/18

Time‐limited balanced truncation within incremental four‐dimensional variational data assimilation

PAMM

Josie König

Melina A Freitag

2023/11

Solving the parametric eigenvalue problem by Taylor series and Chebyshev expansion

arXiv preprint arXiv:2302.03661

Thomas Mach

Melina A Freitag

2023/2/7

Model order reduction methods applied to neural network training

PAMM

MA Freitag

JM Nicolaus

M Redmann

2023/11

Time-Limited Balanced Truncation for Data Assimilation Problems

Journal of Scientific Computing

Josie König

Melina A Freitag

2023/11

Sparse grid based Chebyshev HOPGD for parameterized linear systems

arXiv preprint arXiv:2309.14178

Siobhán Correnty

Melina A Freitag

Kirk M Soodhalter

2023/9/25

Conditioning analysis for discrete Helmholtz problems

Computers & Mathematics with Applications

Melina A. Freitag Adem Kaya

2022/7

Datenassimilation: Die nahtlose Verschmelzung von Daten und Modellen

Mitteilungen der Deutschen Mathematiker-Vereinigung

Melina Freitag

Sebastian Reich

2022/6/30

Optimization based model order reduction for stochastic systems

Applied Mathematics and Computation

Martin Redmann

Melina A Freitag

2021/6/1

Autonomous Exploration and Identification of High Performing Adsorbents using Active Learning

Gael Donval

Calum Hand

James Hook

Emiko Dupont

Malena Sabaté Landman

...

2021/5/10

Inexact methods for the low rank solution to large scale Lyapunov equations

BIT Numerical Mathematics

Patrick Kürschner

Melina A Freitag

2020/12

Numerical linear algebra in data assimilation

GAMM‐Mitteilungen

Melina A Freitag

2020/9

See List of Professors in Melina Freitag University(Universität Potsdam)

Co-Authors

H-index: 69
Paul Van Dooren

Paul Van Dooren

Université Catholique de Louvain

H-index: 59
Darryl Almond

Darryl Almond

University of Bath

H-index: 46
Nancy K Nichols

Nancy K Nichols

University of Reading

H-index: 40
Chris Budd

Chris Budd

University of Bath

H-index: 38
Roland Potthast

Roland Potthast

University of Reading

H-index: 34
Alastair Spence

Alastair Spence

University of Bath

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